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yashasvini121 / predictive-calc

An interactive web application developed with Streamlit, designed for making predictions using various machine learning models. The app dynamically generates forms and pages from JSON configuration files. ⭐ If you found this helpful, consider starring the repo!
https://predictive-calc.streamlit.app/
MIT License
25 stars 72 forks source link

Risk Score Prediction Model for Loan Default #12

Open Swish78 opened 1 month ago

Swish78 commented 1 month ago

Problem Description:

I aim to predict a risk score indicating each individual's likelihood of loan default or financial instability. This helps financial institutions make better lending decisions and reduce losses.

Model Description:

I plan to use ensemble learning or deep learning techniques for building the models.

Estimated Time for Completion:

The implementation and testing will take 2 to 3 days.

Expected Outcome:

The model will provide accurate risk scores, helping lenders identify high-risk applicants and make informed decisions, ultimately reducing loan defaults.

I would like to take on this issue, Kindly assign me this.

yashasvini121 commented 1 month ago

Sure @Swish78, go ahead!

yashasvini121 commented 1 month ago

Updates @Swish78?

Swish78 commented 1 month ago

Hey! I was working on creating a PR but ran into some issues with XGBoost for model building. I'm looking into it and will try to resolve the issue ASAP. I’ll keep you posted!

STSonyThomas commented 1 month ago

Hey can I work on this if there is no update?

yashasvini121 commented 3 weeks ago

Assigned @STSonyThomas. Apologies for the delay in assignment.